Description review

Whistle Robotics | Founding Geometry Engineer | Full-time | Onsite (London, UK)

Whistle Robotics · Full-time · back to the listing

HR standards

49/100

poor

Title ↔ description

80/100

solid

Reads as

Unclear

no confident match

What the listing never says

  • No section describes what the person would actually do. Scope clarity
  • No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency
  • No location or timezone policy stated, so a candidate cannot tell where they may work from. Scope clarity

The listing, marked up

Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.

I'm Gio, CTO at Whistle Robotics. We're building task-specific robots that make automation more accessible to small and medium manufacturers. We're looking for a Founding Geometry Software Engineer to build our 3D CAD analysis engine, handling grasp planning, and generative design of parts using a combination of meshes, SDFs, NURBS, and point clouds.
You will enjoy this role if you are excited to build algorithms that control physical hardware in the real world, and have experience with computational geometry libraries or game engine internals. Apply directly at our website.

How this was produced

Highlights are found by rule, not by a model: each one is a phrase matched at a known position, and every note is a template we wrote. The two scores come from a typed-decision model (Jev) that reads the listing against the official role definition and real listings for the same role, and returns probabilities rather than prose — it never writes any of the words on this page, and never chooses what to highlight.

Deterministic penalty applied to the HR score: 16 points (from 65 before penalties). Reviewed 21 Sep 2026.